Machine Learning and Metaheuristics: Methods and Analysis 9789819966455, 9789819966448
This book takes a balanced approach between theoretical understanding and real-time applications. All the topics include
115 82 41MB
English Pages 520 Year 2023
Table of contents :
Cover
Front Matter
1. Biomedical Imaging Segmentation and Classification Framework Based on Soft Computing Techniques
2. Optimization Technique Used in Biomedical for Qualitative Sleep Analysis
3. Renewable Energy Optimization Solutions Using Meta-heuristics Methods
4. Stochastic Optimization of Renewable Energy Sources in Distribution Networks
5. Metaheuristic Algorithms for the Classification and Prediction of Skin Lesions: A Comprehensive Review
6. Automatic Prediction of Non-alcoholic Liver Disease Using Deep Learning Models
7. Fuzzy Logic Controller-Based Off-Grid Solar Water Pumping System
8. Renewable Energy Optimization System Using Fuzzy Logic
9. Artificial Intelligence-Based Internet of Things Security
10. Memristors: A Missing Element is a Boon Toward the Development of Neuromorphic Computing and AI
11. Machine Learning and Deep Learning Techniques
12. Classification Models in Education Domain Using PSO, ABC, and A2BC Metaheuristic Algorithm-Based Feature Selection and Optimization
13. Metaheuristic Algorithm’s Role in Medical Care and Diagnostics
14. Biomedical Applications of Chiral Nanoplasmonics
Cover
Front Matter
1. Biomedical Imaging Segmentation and Classification Framework Based on Soft Computing Techniques
2. Optimization Technique Used in Biomedical for Qualitative Sleep Analysis
3. Renewable Energy Optimization Solutions Using Meta-heuristics Methods
4. Stochastic Optimization of Renewable Energy Sources in Distribution Networks
5. Metaheuristic Algorithms for the Classification and Prediction of Skin Lesions: A Comprehensive Review
6. Automatic Prediction of Non-alcoholic Liver Disease Using Deep Learning Models
7. Fuzzy Logic Controller-Based Off-Grid Solar Water Pumping System
8. Renewable Energy Optimization System Using Fuzzy Logic
9. Artificial Intelligence-Based Internet of Things Security
10. Memristors: A Missing Element is a Boon Toward the Development of Neuromorphic Computing and AI
11. Machine Learning and Deep Learning Techniques
12. Classification Models in Education Domain Using PSO, ABC, and A2BC Metaheuristic Algorithm-Based Feature Selection and Optimization
13. Metaheuristic Algorithm’s Role in Medical Care and Diagnostics
14. Biomedical Applications of Chiral Nanoplasmonics
- Author / Uploaded
- Uma N. Dulhare
- Essam Halim Houssein
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